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#!/usr/bin/env perl
use strict;
use warnings;
use lib ("/usr/lib/trinityrnaseq/PerlLib");
use DelimParser;
use File::Basename;
use Data::Dumper;
use Carp;
use Getopt::Long qw(:config posix_default no_ignore_case bundling pass_through);
my $help_flag;
my $usage = <<__EOUSAGE__;
###################################################################
#
# --GO_annots <string> Trinotate_report.xls.gene_ontology (genes or transcripts - be consistent w/ DE analysis being done here)
#
# --DE_subset <string> The 'DE_analysis.DE_subset' file.
#
# --DE_GO_enriched <string> The 'DE.subset.GOseq.enriched' file.
#
# --tmpdir <string> Path to put prep files for GOplot
#
# --pdf_filename <string> filename for pdf plot output file
#
###################################################################
__EOUSAGE__
;
my $gene_ontology_assignments_file;
my $enriched_file;
my $DE_results_file;
my $tmpdir;
my $pdf_filename;
&GetOptions ( 'h' => \$help_flag,
'GO_annots=s' => \$gene_ontology_assignments_file,
'DE_subset=s' => \$DE_results_file,
'DE_GO_enriched=s' => \$enriched_file,
'pdf_filename=s' => \$pdf_filename,
'tmpdir=s' => \$tmpdir,
);
if ($help_flag) {
die $usage;
}
unless ($gene_ontology_assignments_file && $enriched_file && $DE_results_file && $tmpdir && $pdf_filename) {
die $usage;
}
main: {
if (! -d $tmpdir) {
&process_cmd("mkdir -p $tmpdir");
}
my %enriched_GO = &parse_GO_enriched($enriched_file);
my %DE_genes = &parse_DE_genes($DE_results_file);
my %genes_with_enriched_GO = &parse_GO_assignments($gene_ontology_assignments_file, \%enriched_GO, \%DE_genes);
## Write the EC.david file:
my $EC_david_file = "$tmpdir/EC.david";
{
open (my $ofh, ">$EC_david_file") or die "Error, cannot write to $EC_david_file";
my $tab_writer = new DelimParser::Writer($ofh, "\t", ['Category', 'ID', 'Term', 'Genes', 'adj_pval']);
foreach my $row (values %enriched_GO) {
# format wanted:
# Category ID Term
#1 BP GO:0007507 heart development
# Genes
# 1 DLC1, NRP2, NRP1, EDN1, PDLIM3, GJA1, TTN, GJA5, ZIC3, TGFB2, CERKL, GATA6, COL4A3BP, GAB1, SEMA3C, MKL2, SLC22A5, MB, PTPRJ, RXRA, VANGL2, MYH6, TNNT2, HHEX, MURC, MIB1, FOXC2, FOXC1, ADAM19, MYL2, TCAP, EGLN1, SOX9, ITGB1, CHD7, HEXIM1, PKD2, NFATC4, PCSK5, ACTC1, TGFBR2, NF1, HSPG2, SMAD3, TBX1, TNNI3, CSRP3, FOXP1, KCNJ8, PLN, TSC2, ATP6V0A1, TGFBR3, HDAC9
# adj_pval
# 1 2.17e-06
my $go_term_info = $row->{go_term};
my $go_id = $row->{'category'};
if ($go_term_info eq "none") {
print STDERR "WARNING, no GO term info found for: $go_id, skipping...\n";
next;
}
my ($go_type, $go_descr) = split(/\s+/, $go_term_info, 2);
my $genes = $genes_with_enriched_GO{$go_id};
unless ($genes) {
die "Error, no genes extracted for GO category: $go_id $go_type $go_descr ";
}
eval {
$tab_writer->write_row( { 'Category' => $go_type,
'ID' => $go_id,
'Term' => $go_descr,
'Genes' => $genes,
'adj_pval' => $row->{over_represented_FDR},
} );
};
if ($@) {
confess "$@\n" . "row: " . Dumper($row);
}
}
close $ofh;
}
## write the EC.genelist file:
my $EC_genelist_file = "$tmpdir/EC.genelist";
{
open (my $ofh, ">$EC_genelist_file") or die $!;
my $tab_writer = new DelimParser::Writer($ofh, "\t", ['ID', 'logFC', 'adj.P.Val']);
foreach my $DE_info_href (sort {$a->{'adj.P.Val'}<=>$b->{'adj.P.Val'}} values %DE_genes) {
$tab_writer->write_row( { 'ID' => $DE_info_href->{ID},
'logFC' => $DE_info_href->{logFC},
'adj.P.Val' => $DE_info_href->{'adj.P.Val'},
}
);
}
close $ofh;
}
my $cmd = "/usr/lib/trinityrnaseq/Analysis/DifferentialExpression/GOplot.Rscript --EC_david $EC_david_file --EC_genelist $EC_genelist_file --pdf_outfile $pdf_filename";
&process_cmd($cmd);
exit(0);
}
####
sub parse_DE_genes {
my ($file) = @_;
my %genes;
open (my $fh, $file) or die "Error, cannot open file $file";
my $header = <$fh>;
unless ($header =~ /^sample/) {
die "Error, file: $file has unexpected format... no 'sample' starting header.";
}
while (<$fh>) {
chomp;
my @x = split(/\t/);
my $gene_id = $x[0];
my $logFC = $x[3];
my $fdr = $x[6];
$genes{$gene_id} = { ID => $gene_id,
logFC => $logFC,
'adj.P.Val' => $fdr,
};
}
return(%genes);
}
####
sub parse_GO_enriched {
my ($enriched_file) = @_;
open (my $fh, $enriched_file) or die "Error, cannot open file $enriched_file";
my $tab_reader = new DelimParser::Reader($fh, "\t");
my %enriched_GO;
while (my $row = $tab_reader->get_row()) {
my $category = $row->{category} or die "Error, cannot identify 'category' value";
$enriched_GO{$category} = $row;
}
return(%enriched_GO);
}
####
sub parse_GO_assignments {
my ($gene_ontology_assignment_file, $enriched_GO_href, $DE_genes_href) = @_;
my %GO_to_gene_ids;
open (my $fh, $gene_ontology_assignment_file) or die "Error, cannot open file $gene_ontology_assignment_file";
while (<$fh>) {
chomp;
my ($gene_id, $GO_assignments) = split(/\t/);
unless (exists $DE_genes_href->{$gene_id}) { next; }
my @GO = split(/,/, $GO_assignments);
foreach my $GO_id (@GO) {
if (exists $enriched_GO_href->{$GO_id}) {
$GO_to_gene_ids{$GO_id}->{$gene_id} = 1;
}
}
}
close $fh;
my %genes_enriched_GO;
foreach my $GO_id (keys %GO_to_gene_ids) {
my $gene_ids_href = $GO_to_gene_ids{$GO_id};
my @gene_list = sort keys %$gene_ids_href;
$genes_enriched_GO{$GO_id} = join(", ", @gene_list);
}
return(%genes_enriched_GO);
}
####
sub process_cmd {
my ($cmd) = @_;
print STDERR "CMD: $cmd\n";
my $ret = system($cmd);
if ($ret) {
die "Error, CMD: $cmd died with ret $ret";
}
return;
}
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